Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9512459 0.8570680 0.9947850 0.9547913
bt 0.7356446 0.3531955 0.7413868 0.4060154
maxnet 0.6901408 0.9672653 0.7746324 0.4331647
gam 0.7887324 NA NA NA
glm 0.7161430 NA NA NA

Variable Importance